Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU…
Boosting Transformer’s Robustness and Efficacy in PPG Signal Artifact Detection with Self-Supervised Learningby Thanh-Dung LeFirst…
On Discprecncies between Perturbation Evaluations of Graph Neural Network Attributionsby Razieh Rezaei, Alireza Dizaji, Ashkan…
Saliency-Aware Regularized Graph Neural Networkby Wenjie Pei, Weina Xu, Zongze Wu, Weichao Li, Jinfan Wang,…
Tensor Networks for Explainable Machine Learning in Cybersecurityby Borja Aizpurua, Samuel Palmer, Roman OrusFirst submitted…
Interpreting the Curse of Dimensionality from Distance Concentration and Manifold Effectby Dehua Peng, Zhipeng Gui,…
AllSpark: A Multimodal Spatio-Temporal General Intelligence Model with Ten Modalities via Language as a Reference…
Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine…
Second-Order Uncertainty Quantification: Variance-Based Measuresby Yusuf Sale, Paul Hofman, Lisa Wimmer, Eyke Hüllermeier, Thomas NaglerFirst…
DXAI: Explaining Classification by Image Decompositionby Elnatan Kadar, Guy GilboaFirst submitted to arxiv on: 30…